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Hierarchical Policy Learning With Demonstration Learning for Robotic Multiple Peg-in-Hole Assembly Tasks 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 10, 页码: 10254-10264
作者:  Yan, Shaohua;  Xu, De;  Tao, Xian
Adobe PDF(4845Kb)  |  收藏  |  浏览/下载：96/5  |  提交时间：2023/11/17
Assembly model  demonstration learning (DL)  force-based control algorithm  hierarchical reinforcement learning (HRL)  peg-in-hole assembly  
Reconstruction-Based Hand-Eye Calibration Using Arbitrary Objects 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 5, 页码: 6545-6555
作者:  Xing, Shiyu;  Jing, Fengshui;  Tan, Min
收藏  |  浏览/下载：51/0  |  提交时间：2023/11/17
Robot sensing systems  Calibration  Robots  Point cloud compression  Three-dimensional displays  Service robots  Robot motion  3-D reconstruction  arbitrary objects  computer vision and its industrial application  hand-eye calibration  iterative closest point (ICP) variant  
Deep-Reinforcement-Learning-Based Multitarget Coverage With Connectivity Guaranteed 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 1, 页码: 121-132
作者:  Wu, Shiguang;  Pu, Zhiqiang;  Qiu, Tenghai;  Yi, Jianqiang;  Zhang, Tianle
收藏  |  浏览/下载：101/0  |  提交时间：2023/03/20
Robots  Optimization  Maintenance engineering  Task analysis  Informatics  Topology  Reinforcement learning  Connectivity maintenance  deep reinforcement learning (DRL)  multirobot system  multitarget coverage